Extensive experimental research have led scientists like Huang et al. (2023) to approximate the relationship between shale strength parameters and humidity content material using a linear product. Meanwhile, the relationship among elastic modulus and humidity written content follows an exponential sample. Additionally, researchers like Ma (2015) had utilized conventional waiting for link from Forum Profiles (6)